Neuromorphic Memory Management System and Method Thereof

2. The system of claim 1, wherein the memory has one of a two dimensional (2D) lattice structure and a three dimensional (3D) lattice structure and can be accessed in two or more directions according to the lattice structure.

3. The system of claim 1, wherein the PSE estimates a type and a size of data input in a certain period of time on the basis of at least one of pre-stored reference information and output data information of an executed application.

4. The system of claim 1, wherein the PSE determines a memory allocation sequence of the two or more data sets in order of estimated data set size.

5. The system of claim 1, wherein the PSE reallocates memory regions to the two or more data sets on the basis of estimated data set sizes and the number of cells in any one side of a memory region temporarily set for each data set.

7. The system of claim 1, wherein the PSM learns the two or more data sets stored in the memory and controls the memory to store results of the learning.

8. The system of claim 1, wherein the PSM alternately stores the two or more data sets in two or more axial directions of the memory.

9. The system of claim 1, wherein the PSM allocates two or more memory regions in which the two or more data sets will be stored and detects and manages in which one of the memory regions each data set is stored.

12. The method of claim 10, further comprising determining reference data to be used for operation of a new subsequent input data set among the stored pieces of reference data according to results of the comparison.

18. The method of claim 10, wherein the neuromorphic semiconductor memory has a two-dimensional lattice structure that allows for a memory access from four directions including up, down, left, and right directions.

19. The method of claim 10, wherein the neuromorphic semiconductor memory has a three-dimensional lattice structure that allows for a memory access from six directions including both directions of x, y, and z axes.

22. The system of claim 20, wherein the PSM determines reference data for at least one of the two or more data sets according to a comparison result of any one of other data sets.